{"id":"W4403398791","doi":"10.1111/cen.15150","title":"Treatment of Subclinical Hyperthyroidism and Incident Atrial Fibrillation","year":2024,"lang":"en","type":"article","venue":"Clinical Endocrinology","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Subclinical infection; Atrial fibrillation; Internal medicine; Medicine; Endocrinology; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006666288,0.0001393527,0.0005666584,0.00008013687,0.00002591363,0.00000845723,0.00002967244,0.0001457776,0.00005552372],"category_scores_gemma":[0.0002818716,0.00009839159,0.0003894781,0.00008001309,0.0002638164,0.00003292878,0.00003945557,0.0001047816,0.0000766462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003506468,"about_ca_system_score_gemma":0.0001084821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000661201,"about_ca_topic_score_gemma":0.0000108051,"domain_scores_codex":[0.9985632,0.00008126201,0.0006627407,0.0003813338,0.00009783006,0.0002135737],"domain_scores_gemma":[0.9986637,0.0008736978,0.00006554838,0.0002287466,0.00003270179,0.00013562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009966153,0.000290849,0.638172,0.00003741454,0.0005744385,0.0005680682,0.00008150307,0.000002468147,0.0001098607,0.00433929,0.0002883435,0.3545392],"study_design_scores_gemma":[0.01529987,0.01471816,0.8431748,0.0000484774,0.001157093,0.001024326,0.00006872245,0.001011984,0.0002551432,0.002898597,0.1201318,0.0002110848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709753,0.02452636,0.00003084589,0.002576611,0.0007564781,0.0003010915,0.00001170117,0.00007687011,0.0007446822],"genre_scores_gemma":[0.984281,0.01407567,0.0002929412,0.00005783461,0.0006930029,0.000004599381,0.00002991708,0.00001620984,0.0005488461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3543281,"threshold_uncertainty_score":0.4012293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06280214427661722,"score_gpt":0.4027896325650357,"score_spread":0.3399874882884185,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}